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University of Navarre Arrosadia Campus
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The LAION-5B dataset is riddled with biases, overrepresenting young White males while underrepresenting minorities and older women, which could skew AI outputs in unforeseen ways.
Simple histogram adjustments can dramatically improve the real-world robustness of plant disease classifiers, especially in uncontrolled lighting conditions.
